Publications and Projects

Tim Leung (2025). Stochastic Control Approach to Futures Trading, World Scientific

Dynamical importance and network perturbations. Ethan Young and Mason A. Porter. Physical Review E 110 (6): 064304, 2024.

Le, H.V., Lopez Cruz, D. CEO compensation and risk taking: S&P 1500 firms. Bus Econ(2024). https://doi.org/10.1057/s11369-024-00381-3

Le, V., Nagpal, C., & Dubrawski, A. (2023). Identification of patients with stable coronary artery disease who benefit from ACE inhibitors using Cox mixture model for heterogeneous treatment effects. Journal of Critical Care, 74, 154208.

Bradley C. Naylor, Christian N. K. Anderson, Marcus Hadfield, David H. Parkinson, Austin Ahlstrom, Austin Hannemann, Chad R. Quilling, Kyle J. Cutler, Russell L. Denton, Robert Adamson, Thomas E. Angel, Rebecca S. Burlett, Paul S. Hafen, John. C. Dallon, Mark K. Transtrum, Robert D. Hyldahl, and John C. Price. 

"Utilizing Nonequilibrium Isotope Enrichments to Dramatically Increase Turnover Measurement Ranges in Single Biopsy Samples from Humans" (Sep 2022). 

Journal of Proteome Research 2022 21 (11), 2703-2714. 

DOI: 10.1021/acs.jproteome.2c00380. 

Link: https://pubs.acs.org/doi/10.1021/acs.jproteome.2c00380

Liu, Y.H., Smith, S., Mihalas S., Shea-Brown E., Sumbul U., “Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators”, Advances in Neural Information Processing Systems, 2022.

Liu, Y.H., Ghosh A., Richards B. A., Shea-Brown E., Lajoie G., “Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules”, Advances in Neural Information Processing Systems, 2022. 

Angelini E, Wang Y, Zhou JX, Qian H, Huang S (2022) A model for the intrinsic limit of cancer therapy: Duality of treatment-induced cell death and treatment-induced stemness. PLoS Comput Biol 18(7): e1010319. https://doi.org/10.1371/journal.pcbi.1010319

Tim Leung. (2021) Employee Stock Options, Exercise Timing, Hedging, and Valuation. World Scientific

Maass, K., Aravkin, A., & Kim, M. (2021). A feasibility study of a hyperparameter tuning approach to automated inverse planning in radiotherapy. arXiv preprint arXiv: arXiv:2105.07024.

Yang, Y.-J. and Cheng, Y.-C., "Potentials of continuous Markov processes and random perturbations"  J. Phys. A: Math. Theor. 54 195001 (2021)

Yang, Y.-J., & Qian, H. Bivectorial Nonequilibrium Thermodynamics: Cycle Affinity, Vorticity Potential, and Onsager’s Principle. J Stat. Phys. 182, 46 (2021). 

Liu, Y.H., Smith, S.J., Mihalas S., Shea-Brown E., Sumbul U., “Cell-type–specific neuromodulation guides synaptic credit assignment in a spiking neural network”, Proceedings of the National Academy of Sciences, 2021.